v1v2 (latest)

Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising

Computer Vision and Pattern Recognition (CVPR), 2024

21 December 2024

Papers citing "Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising"

40 / 40 papers shown

Title
Hybrid-Domain Synergistic Transformer for Hyperspectral Image DenoisingApplied Sciences (AS), 2025 Haoyue Li Di Wu 120 0 0 27 Jul 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2024 Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 374 3 0 21 Dec 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 349 2 0 02 Jun 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 281 3 0 12 Apr 2024
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging Xin Wang Lizhi Wang Xiangtian Ma Maoqing Zhang Lin Zhu Hua Huang 267 14 0 20 Dec 2023
Mutual-Guided Dynamic Network for Image FusionACM Multimedia (ACM MM), 2023 Yuansheng Guan Ruikang Xu Mingde Yao Lizhi Wang Zhiwei Xiong 295 25 0 24 Aug 2023
Zero-Shot Noise2Noise: Efficient Image Denoising without any DataComputer Vision and Pattern Recognition (CVPR), 2023 Youssef Mansour Reinhard Heckel VLM 244 122 0 20 Mar 2023
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency PriorAAAI Conference on Artificial Intelligence (AAAI), 2022 Shuangping Jin Bingbin Yu Minhao Jing Yi Zhou Jiajun Liang Renhe Ji 151 37 0 13 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image DenoisingInternational Conference on Learning Representations (ICLR), 2023 Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Yunbo Wang ViT 154 41 0 11 Mar 2023
FFT-based Dynamic Token Mixer for VisionAAAI Conference on Artificial Intelligence (AAAI), 2023 Yuki Tatsunami Masato Taki 271 52 0 07 Mar 2023
Efficient Frequency Domain-based Transformers for High-Quality Image DeblurringComputer Vision and Pattern Recognition (CVPR), 2022 Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 169 264 0 22 Nov 2022
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise ModelingACM Multimedia (ACM MM), 2022 Hansen Feng Lizhi Wang Yuzhi Wang Huan Huang 185 44 0 13 Jul 2022
HDNet: High-resolution Dual-domain Learning for Spectral Compressive ImagingComputer Vision and Pattern Recognition (CVPR), 2022 Xiaowan Hu Yuanhao Cai Jing Lin Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 162 198 0 04 Mar 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 532 3,168 0 18 Nov 2021
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring Wenbin Zou Mingchao Jiang Yunchen Zhang Liang Chen Zhiyong Lu Yi Wu 222 110 0 12 Oct 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Lucas Beerens Luc Van Gool Radu Timofte ViT 452 3,934 0 23 Aug 2021
Rethinking Coarse-to-Fine Approach in Single Image DeblurringIEEE International Conference on Computer Vision (ICCV), 2021 Sung-Jin Cho Seoyoun Ji Jun Pyo Hong Seung‐Won Jung Sung-Jea Ko 320 710 0 11 Aug 2021
CAT: Cross Attention in Vision TransformerIEEE International Conference on Multimedia and Expo (ICME), 2021 Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 160 252 0 10 Jun 2021
Uformer: A General U-Shaped Transformer for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2021 Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 479 1,847 0 06 Jun 2021
Decoupled Dynamic Filter NetworksComputer Vision and Pattern Recognition (CVPR), 2021 Jingkai Zhou Varun Jampani Zhixiong Pi Qiong Liu Ming-Hsuan Yang 153 125 0 29 Apr 2021
Multi-Stage Progressive Image RestorationComputer Vision and Pattern Recognition (CVPR), 2021 Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 465 1,892 0 04 Feb 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace ProjectionComputer Vision and Pattern Recognition (CVPR), 2020 Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 278 214 0 30 Dec 2020
Focal Frequency Loss for Image Reconstruction and SynthesisIEEE International Conference on Computer Vision (ICCV), 2020 Liming Jiang Bo Dai Wayne Wu Chen Change Loy 316 365 0 23 Dec 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 549 2,984 0 18 Jun 2020
An Integrated Enhancement Solution for 24-hour Colorful Imaging Feifan Lv Yinqiang Zheng Yicheng Li Feng Lu 205 21 0 10 May 2020
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results A. Abdelhamed Mahmoud Afifi Radu Timofte M. S. Brown Yue Cao ... Tingniao Wang C. Lei Yinan Han Rajat Gupta Vineet Kumar 245 97 0 08 May 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware TrainingComputer Vision and Pattern Recognition (CVPR), 2020 Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 233 146 0 02 Apr 2020
Deep Learning on Image Denoising: An overviewNeural Networks (NN), 2019 Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 518 871 0 31 Dec 2019
Dynamic Convolution: Attention over Convolution KernelsComputer Vision and Pattern Recognition (CVPR), 2019 Yinpeng Chen Xiyang Dai Xiyang Dai Dongdong Chen Lu Yuan Zicheng Liu 327 1,141 0 07 Dec 2019
Deformable Kernel Networks for Joint Image FilteringInternational Journal of Computer Vision (IJCV), 2019 Beomjun Kim Jean Ponce Bumsub Ham 282 157 0 17 Oct 2019
Deep Convolutional Neural Network for Multi-modal Image Restoration and FusionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Xin Deng Pier Luigi Dragotti 205 242 0 09 Oct 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 198 605 0 16 Apr 2019
Noise2Self: Blind Denoising by Self-SupervisionInternational Conference on Machine Learning (ICML), 2019 Joshua D. Batson Loic A. Royer 289 750 0 30 Jan 2019
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks Zhi-Qin John Xu Yaoyu Zhang Yaoyu Zhang Yan Xiao Zheng Ma 560 630 0 19 Jan 2019
Stereoscopic Dark Flash for Low-light Photography Jian Wang Tianfan Xue Jonathan T. Barron Jiawen Chen 141 23 0 05 Jan 2019
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Lucas Beerens W. Zuo Lei Zhang 347 2,402 0 11 Oct 2017
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.7K 159,090 0 12 Jun 2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Lucas Beerens W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 541 7,778 0 13 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 3.0K 88,445 0 18 May 2015
Adam: A Method for Stochastic OptimizationInternational Conference on Learning Representations (ICLR), 2014 Diederik P. Kingma Jimmy Ba ODL 4.6K 160,730 0 22 Dec 2014